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Efficient network defense policies via GNN-enhanced reinforcement learning.

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Title: Efficient network defense policies via GNN-enhanced reinforcement learning.
Authors: Xu, Shoukun1, xsk@cczu.edu.cn, Shi, Yihang1, s23150812031@smail.cczu.edu.cn, Shi, Lin1, slcczu@cczu.edu.cn, Zhang, Huajun1, zhang.huajun@cczu.edu.cn
Source: Journal of Supercomputing; Jun2025, Vol. 81 Issue 8, p1-28, 28p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 185758777
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  Data: Efficient network defense policies via GNN-enhanced reinforcement learning.
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  Data: <searchLink fieldCode="AU" term="%22Xu%2C+Shoukun%22">Xu, Shoukun</searchLink><relatesTo>1</relatesTo>, <i>xsk@cczu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Shi%2C+Yihang%22">Shi, Yihang</searchLink><relatesTo>1</relatesTo>, <i>s23150812031@smail.cczu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Shi%2C+Lin%22">Shi, Lin</searchLink><relatesTo>1</relatesTo>, <i>slcczu@cczu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Huajun%22">Zhang, Huajun</searchLink><relatesTo>1</relatesTo>, <i>zhang.huajun@cczu.edu.cn</i>
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s11227-025-07431-3
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      – Code: eng
        Text: English
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        PageCount: 28
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      – TitleFull: Efficient network defense policies via GNN-enhanced reinforcement learning.
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            NameFull: Xu, Shoukun
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            NameFull: Shi, Yihang
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            NameFull: Shi, Lin
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              Text: Jun2025
              Type: published
              Y: 2025
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              Value: 81
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              Value: 8
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